CTRL-V mapped to paste instead block visual mode in Vim on Elementary OS (linux)

I have just started using Vim on a Linux distribution -- Elementary OS. In Vim, CTRL-V appears to be mapped to paste instead of taking me to block visual mode. How do I reverse this? I'm pretty sure I didn't configure vim to behave this way and from what I've read so far this should only happen in MS Windows.